NCA-ADS domain - 13% of the exam

Data Science Pipelines and Workflow Automation

Data Science Pipelines and Workflow Automation is 13% of the NVIDIA-Certified Associate: Accelerated Data Science (NCA-ADS) exam. These are the objectives it covers, each with practice questions and worked explanations.

Objectives in this domain

Design end-to-end data science pipelines.
Section 3.1medium
Apply feature engineering and feature selection.
Section 3.2medium
Mitigate underfitting and overfitting.
Section 3.3medium
Automate and scale workflows with RAPIDS and Dask.
Section 3.4hard
Build reproducible pipelines.
Section 3.5medium

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